activity
20202023
most citedTowards End-to-End Synthetic Speech Detection

174 citations · 225 across the 6 of their papers we have counts for

collaborators

6 papers

eess.IV2023

"Seeing'' Electric Network Frequency from Events

Lexuan Xu, Guang Hua, Haijian Zhang +2

Most of the artificial lights fluctuate in response to the grid's alternating current and exhibit subtle variations in terms of both intensity and spectrum, providing the potential…

eess.AS2021★ 174 cited

Towards End-to-End Synthetic Speech Detection

Guang Hua, Andrew Beng Jin Teoh, Haijian Zhang

The constant Q transform (CQT) has been shown to be one of the most effective speech signal pre-transforms to facilitate synthetic speech detection, followed by either hand-crafted…

cs.SD2020★ 27 cited

Robust ENF Estimation Based on Harmonic Enhancement and Maximum Weight Clique

Guang Hua, Han Liao, Haijian Zhang +2

We present a framework for robust electric network frequency (ENF) extraction from real-world audio recordings, featuring multi-tone ENF harmonic enhancement and graph-based optima…

cs.CR2020★ 1 cited

Reliability of Power System Frequency on Times-Stamping Digital Recordings

Guang Hua, Qingyi Wang, Dengpan Ye +1

Power system frequency could be captured by digital recordings and extracted to compare with a reference database for forensic time-stamp verification. It is known as the electric…

eess.SP2020★ 20 cited

Enhanced Time-Frequency Representation and Mode Decomposition

Haijian Zhang, Guang Hua

Time-frequency representation (TFR) allowing for mode reconstruction plays a significant role in interpreting and analyzing the nonstationary signal constituted of various modes. H…

eess.SP2020★ 3 cited

Kernel Learning for High-Resolution Time-Frequency Distribution

Lei Jiang, Haijian Zhang, Lei Yu +1

The design of high-resolution and cross-term (CT) free time-frequency distributions (TFDs) has been an open problem. Classical kernel based methods are limited by the trade-off bet…